A Knowledge-Based Approach to Arterial Stiffness Estimation Using the Digital Volume Pulse


We tend to have developed a data based mostly approach for arterial stiffness estimation. The proposed new approach reliably estimates arterial stiffness based on the analysis old and heart rate normalized mirrored wave arrival time. The proposed new approach reduces value, house, technical expertise, specialized equipment, complexity, and increases the usability compared to recently researched noninvasive arterial stiffness estimators. The proposed method consists of 2 main stages: pulse feature extraction and linear regression analysis. The new approach extracts the heartbeat options and establishes a linear prediction equation. On evaluating proposed methodology with pulse wave velocity (PWV) based arterial stiffness estimators, the proposed methodology offered the error rate of 8.36% for men and 9.fifty two% for girls, respectively. With such low error rates and increased benefits, the proposed approach may be usefully applied as low price and effective solution for ubiquitous and home healthcare environments.

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